Machine learning-assisted tongue image analysis for the diagnosis of Hashimoto’s thyroiditis
The tongue image-based machine learning model can effectively assist in distinguishing euthyroid from hypothyroidism in HT, offering a non-invasive, low-cost, and intelligent tool for auxiliary diagnosis and disease risk monitoring in primary care settings.
Authors
- Dongxiao Zhang (ORCID: https://orcid.org/0000-0003-3893-4864)
- Mingji Piao
- Xingai Ju
- Mengyou Liu
- Jianchun Cui (ORCID: https://orcid.org/0000-0001-7432-5260)
- Yifei Zeng (ORCID: https://orcid.org/0000-0002-5488-0483)
- Yongxin Li (ORCID: https://orcid.org/0000-0001-5339-5411)
- Li Lü (ORCID: https://orcid.org/0000-0001-5230-3749)
- Wenjun Wu (ORCID: https://orcid.org/0000-0002-1627-5880)
- Bo Zhang (ORCID: https://orcid.org/0009-0000-7452-5510)
- Ting Ruan
- Y. Z. Sun (ORCID: https://orcid.org/0009-0005-3255-8425)
Institutions
- Wannan Medical College (CN)
- Capital Medical University (CN)
- Liaoning University of Traditional Chinese Medicine (CN)
- Xinjiang Production and Construction Corps (CN)
- Liaoning Provincial People's Hospital (CN)
- Changchun University of Chinese Medicine (CN)
- Affiliated Hospital of Liaoning University of Traditional Chinese Medicine (CN)
- Beijing Hospital of Traditional Chinese Medicine (CN)
- Cixian People's Hospital (CN)
- China Medical University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-10-29
- DOI
- https://doi.org/10.3389/fmed.2025.1673891
- Primary Topic
- Traditional Chinese Medicine Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Xinjiang Production and Construction Corps